Persistent homology is one of the most active branches of computational algebraic topology with applications in several contexts such as optical character recognition or analysis of point cloud data. In this article, we report on the formal development of certified programs to compute persistent Betti numbers, an instrumental tool of persistent homology, using the COQ proof assistant together with the SSREFLECT extension. To this aim it has been necessary to formalize the underlying mathematical theory of these algorithms. This is another example showing that interactive theorem provers have reached a point where they are mature enough to tackle the formalization of nontrivial mathematical theories
We consider sequences of absolute and relative homology and cohomology groups that arise naturally f...
International audienceThis article introduces an algorithm to compute the persistent homology of a f...
Persistent homology allows for tracking topological features, like loops, holes and their higher-dim...
Persistent homology is one of the most active branches of computational algebraic topology with appl...
Persistent homology is a recent grandchild of homology that has found use in science and engineering...
ABSTRACT. Persistent homology is an algebraic tool for measuring topological features of shapes and ...
Abstract Persistent homology (PH) is a method used in topological data analysis (TDA) to study quali...
Persistent homology is a powerful notion rooted in topological data analysis which allows for retrie...
<p>The work presented in this dissertation includes the study of cohomology and cohomological operat...
This paper tackles an important problem in topological data analysis – improving computational effic...
The theory of homology generalizes the notion of connectivity in graphs to higher dimensions. It def...
Abstract. We approach the problem of the computation of persistent homology for large datasets by a ...
We set up the theory for a distributed algorithm for computing persistent homology. For this purpose...
Taking images is an efficient way to collect data about the physical world. It can be done fast and ...
By general case we mean methods able to process simplicial sets and chain complexes not of finite ty...
We consider sequences of absolute and relative homology and cohomology groups that arise naturally f...
International audienceThis article introduces an algorithm to compute the persistent homology of a f...
Persistent homology allows for tracking topological features, like loops, holes and their higher-dim...
Persistent homology is one of the most active branches of computational algebraic topology with appl...
Persistent homology is a recent grandchild of homology that has found use in science and engineering...
ABSTRACT. Persistent homology is an algebraic tool for measuring topological features of shapes and ...
Abstract Persistent homology (PH) is a method used in topological data analysis (TDA) to study quali...
Persistent homology is a powerful notion rooted in topological data analysis which allows for retrie...
<p>The work presented in this dissertation includes the study of cohomology and cohomological operat...
This paper tackles an important problem in topological data analysis – improving computational effic...
The theory of homology generalizes the notion of connectivity in graphs to higher dimensions. It def...
Abstract. We approach the problem of the computation of persistent homology for large datasets by a ...
We set up the theory for a distributed algorithm for computing persistent homology. For this purpose...
Taking images is an efficient way to collect data about the physical world. It can be done fast and ...
By general case we mean methods able to process simplicial sets and chain complexes not of finite ty...
We consider sequences of absolute and relative homology and cohomology groups that arise naturally f...
International audienceThis article introduces an algorithm to compute the persistent homology of a f...
Persistent homology allows for tracking topological features, like loops, holes and their higher-dim...